Vol. 6 No. 1 (2021): Proceedings of the European Conference of the PHM Society 2021
Edited by:
Phuc Do
Steve King
Olga Fink
ISBN: 978-1-936263-34-9
Published: 2021-06-29
Proceedings Front Matter
PHME 2021 Management Team, Publisher Information and Table of Contents
Abstract 803 | PDF Downloads 1089 | DOI https://doi.org/10.36001/phme.2021.v6i1.3068Technical Papers
Embedding Diagnosability of Complex Industrial Systems Into the Design Process Using a Model-Based Methodology
Abstract 1073 | PDF Downloads 845 | DOI https://doi.org/10.36001/phme.2021.v6i1.2806
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Unsupervised Anomaly Detection for Hard Drives
Abstract 870 | PDF Downloads 952 | DOI https://doi.org/10.36001/phme.2021.v6i1.2795
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Optimal Service Points (OSP) for PHM Enabled Condition Based Maintenance for Oil and Gas Applications
Abstract 2078 | PDF Downloads 871 | DOI https://doi.org/10.36001/phme.2021.v6i1.2850
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Hybrid Approach for Health Monitoring of Mud Motor Fleet
Abstract 1653 | PDF Downloads 1864 | DOI https://doi.org/10.36001/phme.2021.v6i1.2885
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Hybrid Prediction Method for Remaining Useful Lifetime Estimation Considering Uncertainties
Abstract 1300 | PDF Downloads 906 | DOI https://doi.org/10.36001/phme.2021.v6i1.2843
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Data-Driven Fault Detection Method for Electronic Boards in Intelligent Remote Dual-Valve System
Abstract 1482 | PDF Downloads 766 | DOI https://doi.org/10.36001/phme.2021.v6i1.2903
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An Adaptive Framework For Remaining Useful Life Predictions Of Aircraft Systems
Abstract 1996 | PDF Downloads 880 | DOI https://doi.org/10.36001/phme.2021.v6i1.2868
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Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records
Abstract 1268 | PDF Downloads 1134 | DOI https://doi.org/10.36001/phme.2021.v6i1.2950
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Wavelet Scattering Network Based Bearing Fault Detection
Abstract 1472 | PDF Downloads 1168 | DOI https://doi.org/10.36001/phme.2021.v6i1.2875
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Qualifying Evaluations from Human Operators: Integrating Sensor Data with Natural Language Logs
Abstract 931 | PDF Downloads 793 | DOI https://doi.org/10.36001/phme.2021.v6i1.2810
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Learning Representations with End-to-End Models for Improved Remaining Useful Life Prognostic
Abstract 801 | PDF Downloads 668 | DOI https://doi.org/10.36001/phme.2021.v6i1.2785
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The Impact of Data Quality on Maintenance Work Order Analysis: A Case Study in Historical HVAC Maintenance Work Orders
Abstract 1716 | PDF Downloads 1328 | DOI https://doi.org/10.36001/phme.2021.v6i1.2814
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Model-based Remaining-Useful-Life prognostics for aircraft Cooling Units
Abstract 7386 | PDF Downloads 1018 | DOI https://doi.org/10.36001/phme.2021.v6i1.2827
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Requirements for Designing A Robotic System for Aircraft Wing Fuel Tank Inspection
Abstract 1600 | PDF Downloads 1362 | DOI https://doi.org/10.36001/phme.2021.v6i1.2851
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Power Devices Health Condition Monitoring: A Review of Recent Papers
Abstract 1255 | PDF Downloads 2412 | DOI https://doi.org/10.36001/phme.2021.v6i1.2808
Page 15
Age and Condition-Based Preventive Replacement Timing for Periodic Aircraft Maintenance Checks
Abstract 17940 | PDF Downloads 2434 | DOI https://doi.org/10.36001/phme.2021.v6i1.2865
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Canonical polyadic decomposition and deep learning for machine fault detection
Abstract 704 | PDF Downloads 697 | DOI https://doi.org/10.36001/phme.2021.v6i1.2881
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Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing
Abstract 791 | PDF Downloads 604 | DOI https://doi.org/10.36001/phme.2021.v6i1.2811
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An Operational Availability Optimization Model Based on the Integration of Predictive and Scheduled Maintenance
Abstract 12542 | PDF Downloads 2203 | DOI https://doi.org/10.36001/phme.2021.v6i1.2816
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A Flexible Data Management System for the Analysis of an Electro- Mechanical Actuator on a Test Bench
Abstract 960 | PDF Downloads 844 | DOI https://doi.org/10.36001/phme.2021.v6i1.2880
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Automated and Rapid Seal Wear Classification Based on Acoustic Emission and Support Vector Machine
Abstract 897 | PDF Downloads 935 | DOI https://doi.org/10.36001/phme.2021.v6i1.2942
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Towards a Digital Twin Enabled Multifidelity Framework for Small Satellites
Abstract 1003 | PDF Downloads 1674 | DOI https://doi.org/10.36001/phme.2021.v6i1.2801
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Securing Deep Learning Models with Autoencoder based Anomaly Detection
Abstract 1515 | PDF Downloads 1164 | DOI https://doi.org/10.36001/phme.2021.v6i1.2841
Page 13
A Deep Support Vector Data Description Method for Anomaly Detection in Helicopters
Abstract 3415 | PDF Downloads 2178 | DOI https://doi.org/10.36001/phme.2021.v6i1.2957
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Robust Model-Based Fault Detection Using Monte-Carlo Methods and Highest Density Regions
Abstract 694 | PDF Downloads 965 | DOI https://doi.org/10.36001/phme.2021.v6i1.2840
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Evaluation of ML Algorithms for System Dynamics Identification of Aircraft Pressure Control System
Abstract 676 | PDF Downloads 753 | DOI https://doi.org/10.36001/phme.2021.v6i1.2799
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Evaluating word representations in a technical language processing pipeline
Abstract 1136 | PDF Downloads 1522 | DOI https://doi.org/10.36001/phme.2021.v6i1.2894
Page 17
Lean Blowout Sensing and Processing via Optical Interferometry and Wavelet Analysis of Dynamic Pressure Data
Abstract 1209 | PDF Downloads 745 | DOI https://doi.org/10.36001/phme.2021.v6i1.2805
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Technical Language Processing for Efficient Classification of Failure Events for Safety Critical Equipment
Abstract 1190 | PDF Downloads 1544 | DOI https://doi.org/10.36001/phme.2021.v6i1.2792
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Rapid Material Characterization using Smart Skin with functional Data Analysis
Abstract 917 | PDF Downloads 619 | DOI https://doi.org/10.36001/phme.2021.v6i1.2884
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Algorithmically Exploiting the Knowledge Accumulated in Textual Domains for Technical Support
Abstract 814 | PDF Downloads 744 | DOI https://doi.org/10.36001/phme.2021.v6i1.2900
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Multiple-Model Estimation-based Prognostics for Rotating Machinery
Abstract 764 | PDF Downloads 766 | DOI https://doi.org/10.36001/phme.2021.v6i1.2956
Page 11
A Semantic Similarity Model to Compare Heterogeneous Data Sources to Augment Engineering Data with New Failure modes in Automotive Industry
Abstract 877 | PDF Downloads 695 | DOI https://doi.org/10.36001/phme.2021.v6i1.2887
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Diagnosing the Stage of COVID-19 using Machine Learning on Breath Sounds
Abstract 888 | PDF Downloads 715 | DOI https://doi.org/10.36001/phme.2021.v6i1.2858
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Harmonic Drive Gear Failures in Industrial Robots Applications: An Overview
Abstract 5719 | PDF Downloads 9917 | DOI https://doi.org/10.36001/phme.2021.v6i1.2849
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Bearings Fault Detection Using Hidden Markov Models and Principal Component Analysis Enhanced Features
Abstract 1025 | PDF Downloads 2491 | DOI https://doi.org/10.36001/phme.2021.v6i1.2947
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Data Selection Criteria for the Application of Predictive Maintenance to Centrifugal Pumps
Abstract 1799 | PDF Downloads 741 | DOI https://doi.org/10.36001/phme.2021.v6i1.2839
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Data Analytics Methodology for Construction of Fouling Prognostic Indicators: Towards Cost-Effective Maintenance Scheduling
Abstract 775 | PDF Downloads 566 | DOI https://doi.org/10.36001/phme.2021.v6i1.2886
Page 8
Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data
Abstract 909 | PDF Downloads 978 | DOI https://doi.org/10.36001/phme.2021.v6i1.2842
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A Probabilistic Similarity Based Modeling Approach for Turbomachine Fault Prediction
Abstract 716 | PDF Downloads 1026 | DOI https://doi.org/10.36001/phme.2021.v6i1.2952
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Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data
Abstract 1663 | PDF Downloads 1271 | DOI https://doi.org/10.36001/phme.2021.v6i1.2786
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A Natural Language Processing method for the identification of the factors influencing road accident severity
Abstract 1144 | PDF Downloads 1308 | DOI https://doi.org/10.36001/phme.2021.v6i1.2899
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Domain Adaptations for Guided Wave SHM of Composites: Towards Fleet Monitoring
Abstract 668 | PDF Downloads 722 | DOI https://doi.org/10.36001/phme.2021.v6i1.2893
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Feature Based Bearing Fault Detection With Phase Current Sensor Signals Under Different Operating Conditions
Abstract 789 | PDF Downloads 1251 | DOI https://doi.org/10.36001/phme.2021.v6i1.2852
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An Assessment of the Economic Viability of Engine Wash Procedures on the Lifecycle Costs of an Aircraft Fleet.
Abstract 2376 | PDF Downloads 1718 | DOI https://doi.org/10.36001/phme.2021.v6i1.2892
Page 14
Metalworking Fluid Classification Based on Acoustic Emission Signals and Convolutional Neural Network
Abstract 964 | PDF Downloads 778 | DOI https://doi.org/10.36001/phme.2021.v6i1.2798
Page 6
Automate Quality Prediction in an End-of-Line Test of a Highly Variant Production of Geared Motors – Discussion of a Full Concept
Abstract 846 | PDF Downloads 706 | DOI https://doi.org/10.36001/phme.2021.v6i1.2803
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Real-time Diagnosis Of Physical Failures Using Causation-based AI
Abstract 903 | PDF Downloads 811 | DOI https://doi.org/10.36001/phme.2021.v6i1.2831
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Generative Adversarial Networks used for latent space Optimization: a comparative study for the Classification of Partial Discharge Sources
Abstract 720 | PDF Downloads 399 | DOI https://doi.org/10.36001/phme.2021.v6i1.2867
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Transfer Learning Approaches for Wind Turbine Fault Detection using Deep Learning
Abstract 1728 | PDF Downloads 933 | DOI https://doi.org/10.36001/phme.2021.v6i1.2835
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Remaining Useful Life Prediction of Turbo Actuators for Predictive Maintenance of Diesel Engines
Abstract 1209 | PDF Downloads 1171 | DOI https://doi.org/10.36001/phme.2021.v6i1.2959
Page 11
Data Challenge Papers
Rule-based Diagnostics of a Production Line
Abstract 1163 | PDF Downloads 965 | DOI https://doi.org/10.36001/phme.2021.v6i1.3042
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Ensemble of LSTM Networks for Fault Detection, Classification, and Root Cause Identification in Quality Control Line
Abstract 1041 | PDF Downloads 1185 | DOI https://doi.org/10.36001/phme.2021.v6i1.3043
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Divide, Propagate and Conquer: Splitting a Complex Diagnosis Problem for Early Detection of Faults in a Manufacturing Production Line
Abstract 1144 | PDF Downloads 862 | DOI https://doi.org/10.36001/phme.2021.v6i1.3039
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Fault Detection and Classification for Robotic Test-bench
Abstract 2010 | PDF Downloads 736 | DOI https://doi.org/10.36001/phme.2021.v6i1.3040
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